Quantum Gate Generation in Two-Level Open Quantum Systems by Coherent and Incoherent Photons Found with Gradient Search

• Published in: Photonics 2023-02, Vol.10 (2), p.220
• Main Authors: Petruhanov, Vadim N., Pechen, Alexander N.
• Format: Article
• Language: English
• Subjects: Adaptive algorithms; Coherence; coherent control; Control theory; Hadamard gate; Hamiltonian functions; incoherent control; Kinematics; Manifolds (mathematics); Mathematical functions; Norms; open quantum systems; Optimization; Photons; Quantum computing; quantum control; Quantum theory; Qubits (quantum computing); single-qubit gate; Time dependence; Trajectory optimization
• ISSN: 2304-6732; 2304-6732
• DOI: 10.3390/photonics10020220

In this work, we consider an environment formed by incoherent photons as a resource for controlling open quantum systems via an incoherent control. We exploit a coherent control in the Hamiltonian and an incoherent control in the dissipator which induces the time-dependent decoherence rates γk(t) (via time-dependent spectral density of incoherent photons) for generation of single-qubit gates for a two-level open quantum system which evolves according to the Gorini–Kossakowski–Sudarshan–Lindblad (GKSL) master equation with time-dependent coefficients determined by these coherent and incoherent controls. The control problem is formulated as minimization of the objective functional, which is the sum of Hilbert-Schmidt norms between four fixed basis states evolved under the GKSL master equation with controls and the same four states evolved under the ideal gate transformation. The exact expression for the gradient of the objective functional with respect to piecewise constant controls is obtained. Subsequent optimization is performed using a gradient type algorithm with an adaptive step size that leads to oscillating behaviour of the gradient norm vs. iterations. Optimal trajectories in the Bloch ball for various initial states are computed. A relation of quantum gate generation with optimization on complex Stiefel manifolds is discussed. We develop methodology and apply it here for unitary gates as a testing example. The next step is to apply the method for generation of non-unitary processes and to multi-level quantum systems.